96 citations · 333 across the 18 of their papers we have counts for
18 papers
Non-linear gauge-Higgs CP violation
Akanksha Bhardwaj, Christoph Englert, Dorival Gonçalves +1
A critical element of the LHC physics program is the search for an additional source of CP violation. This is largely unexplored in the context of non-linear Higgs physics, which i…
Foundations of automatic feature extraction at LHC--point clouds and graphs
Akanksha Bhardwaj, Partha Konar, Vishal S. Ngairangbam
Deep learning algorithms will play a key role in the upcoming runs of the Large Hadron Collider (LHC), helping bolster various fronts ranging from fast and accurate detector simula…
Equivariant, Safe and Sensitive -- Graph Networks for New Physics
Akanksha Bhardwaj, Christoph Englert, Wrishik Naskar +2
This study introduces a novel Graph Neural Network (GNN) architecture that leverages infrared and collinear (IRC) safety and equivariance to enhance the analysis of collider data f…
Non-linear top-Higgs CP violation
Akanksha Bhardwaj, Christoph Englert, Dorival Gonçalves +1
Searches for additional sources of CP violation at the Large Hadron Collider are a central part of the Higgs physics programme beyond the Standard Model. Studies employing so-calle…
On the BSM reach of four top production at the LHC
Anisha, Oliver Atkinson, Akanksha Bhardwaj +3
Many scenarios of beyond the Standard Model (BSM) physics give rise to new top-philic interactions that can be probed at proton machines such as the Large Hadron Collider through a…
Quartic Gauge-Higgs couplings: Constraints and Future Directions
Anisha, Oliver Atkinson, Akanksha Bhardwaj +2
Constraints on quartic interactions of the Higgs boson with gauge bosons have been obtained by the experimental LHC collaborations focussing on the so-called framework of flat…
Implications of the muon anomalous magnetic moment for the LHC and MUonE
Akanksha Bhardwaj, Christoph Englert, Panagiotis Stylianou
We consider the anomalous magnetic moment of the muon , which shows a significant deviation from the Standard Model expectation given the recent measurements at Fermilab and B…
IRC-safe Graph Autoencoder for unsupervised anomaly detection
Oliver Atkinson, Akanksha Bhardwaj, Christoph Englert +3
Anomaly detection through employing machine learning techniques has emerged as a novel powerful tool in the search for new physics beyond the Standard Model. Historically similar t…
Discovery prospects of a vectorlike top partner decaying to a singlet boson
Akanksha Bhardwaj, Kartik Bhide, Tanumoy Mandal +2
The possibility of a vectorlike top partner decaying to a new colourless weak-singlet scalar or pseudoscalar has attracted some attention in the literature. We investigate the prod…
Roadmap to explore vectorlike quarks decaying to a new scalar or pseudoscalar
Akanksha Bhardwaj, Tanumoy Mandal, Subhadip Mitra +1
The current experimental data allow for a sub-TeV colourless weak-singlet scalar or pseudoscalar. If such a singlet field is present together with TeV-range vectorlike top and bott…
Machine-enhanced CP-asymmetries in the Higgs sector
Akanksha Bhardwaj, Christoph Englert, Robert Hankache +1
Improving the sensitivity to CP-violation in the Higgs sector is one of the pillars of the precision Higgs programme at the Large Hadron Collider. We present a simple method that a…
Improved Constraints on Effective Top Quark Interactions using Edge Convolution Networks
Oliver Atkinson, Akanksha Bhardwaj, Stephen Brown +3
We explore the potential of Graph Neural Networks (GNNs) to improve the performance of high-dimensional effective field theory parameter fits to collider data beyond traditional re…
Anomaly detection with Convolutional Graph Neural Networks
Oliver Atkinson, Akanksha Bhardwaj, Christoph Englert +2
We devise an autoencoder based strategy to facilitate anomaly detection for boosted jets, employing Graph Neural Networks (GNNs) to do so. To overcome known limitations of GNN auto…
Invisible Higgs search through Vector Boson Fusion: A deep learning approach
Vishal S. Ngairangbam, Akanksha Bhardwaj, Partha Konar +1
Vector boson fusion proposed initially as an alternative channel for finding heavy Higgs has now established itself as a crucial search scheme to probe different properties of the…
Boosted jet techniques for a supersymmetric scenario with gravitino LSP
Akanksha Bhardwaj, Juhi Dutta, Partha Konar +2
Search for compressed supersymmetry at multi-TeV scale, in the presence of a light gravitino dark matter, can get sizable uplift while looking into the associated fat-jets with mis…
Probing the inert doublet model using jet substructure with a multivariate analysis
Akanksha Bhardwaj, Partha Konar, Tanumoy Mandal +1
We explore the challenging but phenomenologically interesting hierarchical mass spectrum of the Inert Doublet Model where relatively light dark matter along with much heavier scala…
Looking for Minimal Inverse Seesaw scenarios at the LHC with Jet Substructure Techniques
Akanksha Bhardwaj, Arindam Das, Partha Konar +1
Simple extensions of the Standard Model (SM) with additional Right Handed Neutrinos (RHNs) can elegantly explain the existence of small neutrino masses and their flavor mixings. Co…
Exploring CP phase in -lepton Yukawa coupling in Higgs decays at the LHC
Akanksha Bhardwaj, Partha Konar, Pankaj Sharma +1
We study the prospect of determining the CP violating phase in -lepton Yukawa coupling at the Large Hadron Collider (LHC). While the current run is already exploring the product…